Schematic diagram of ROI extraction algorithm. حسب Chengrui Lin (18700392)

"…In existing research methods, traditional ROI extraction methods relied on image segmentation and were difficult to apply to multiple datasets simultaneously under the aforementioned interference. …"

Structural diagram of the overall SCF-YOLO algorithm. حسب Yazhou Li (277980)

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Validation analyses with multiple cohorts of datasets and characterization of genes located in regions with predicted CNV events. حسب Deng Wu (805710)

Comparison of the semantic features of the C2f module and SCF module; (a) Semantic feature map for C2f Module; (b) Semantic feature map of the SCF module. حسب Yazhou Li (277980)

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(a): Sample statistical graphs of different types of defects. حسب Yazhou Li (277980)

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Diagram of 6 common types of PCB defect displays. حسب Yazhou Li (277980)

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PR curves of SCF-YOLO detection results. حسب Yazhou Li (277980)

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Raw experimental data. حسب Yazhou Li (277980)

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Recall confidence curve. حسب Yazhou Li (277980)

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Dataset. حسب Yazhou Li (277980)

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Train process. حسب Yazhou Li (277980)

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Statistical chart of various loss changes during training. حسب Yazhou Li (277980)

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Confusion matrix of SCF-YOLO detection results. حسب Yazhou Li (277980)

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Schematic of Learnable weights fusion module. حسب Yazhou Li (277980)

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Data enhancement script. حسب Yazhou Li (277980)

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Original images. حسب Yazhou Li (277980)

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Structural diagram of the SCF module. حسب Yazhou Li (277980)

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Detection results for missing hole, mouse bite, and open-circuit defects. حسب Yazhou Li (277980)

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Detection results for short, spur, and spurious-copper defects. حسب Yazhou Li (277980)

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Examples of unexpected situations in real applications. حسب Yazhou Li (277980)

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